Introduces an access contest game with costly efforts and probabilistic allocation, proving equilibrium existence, capture thresholds for two modules, efficient approximation, and an impossibility result for exact winner-take-all mechanisms.
Credibility as- sessment of in silico clinical trials for med- ical devices
15 Pith papers cite this work, alongside 284 external citations. Polarity classification is still indexing.
citation-role summary
citation-polarity summary
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cs.LG 2 q-bio.NC 2 stat.AP 2 cs.AI 1 cs.CL 1 cs.CY 1 cs.GT 1 cs.RO 1 physics.med-ph 1 q-bio.GN 1roles
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background 4representative citing papers
gemlib.mcmc supplies composable kernel abstractions for Metropolis-within-Gibbs sampling via writer monads, allowing concise expression and reuse of complex MCMC algorithms for partially observed epidemic models.
VeloTree infers differentiation trees from RNA velocity fields by defining cell dissimilarity as the squared varifold distance between integral curves of the velocity field.
A method called the degeneracy distillery uses symbolic transformations to flatten the Fisher information matrix globally from simulations alone, identifying independent parameter combinations and reducing neural posterior estimation simulation budgets by up to 10x.
EmbodimentSemantic is a spatial scene-graph dataset and benchmark for evaluating relational grounding in vision-language models on embodied manipulation trajectories.
Data points genuinely similar to multiple dissimilar neighborhoods are detected as local articulation points of a sparsified high-dimensional graph and split into multiple projected copies, one per neighborhood.
Presents an optimal transport framework for simulating particle systems with arbitrary cell shapes and volumes that automatically handles exclusion constraints.
A coupled patient-device respiratory model integrating lung mechanics, gas exchange, and respiratory control is validated as fit-for-purpose for preclinical in silico trials of automated weaning under ASME V&V 40 and FDA guidelines.
Zero-shot LLM-generated survey data captures broad state-level health contrasts but shows variable-dependent errors that propagate unevenly through IPF-based population synthesis.
Optimal LPC networks achieve near-minimal response times without trade-offs in energetic cost or robustness, and modular structures with reduced lateral connections match all-to-all networks in performance.
A recurrent SNN with D=41 heterogeneous delays per synapse stores and recalls 16 arbitrary spike patterns at mean F1=1.0 by chaining overlapping Spiking Motifs.
A new collaborative hub for nowcasting SARS-CoV-2 variant frequencies at US state level was built and tested; a simple national pooling baseline performed as well as or better than individual models during October 2024–June 2025.
LITcoder introduces a modular open-source library for constructing, benchmarking, and comparing neural encoding models that map continuous stimuli such as stories to fMRI brain data.
The paper is a review that packages existing IT-estimator guidance into a seven-measure decision framework; a claimed validation case study is absent from the full text.
Hybrid GPR and Holt-Winters model applied to 2014-2023 Ghana malaria admission data achieves R²=0.9906 on validation and generates 2024-2028 forecasts of 8000-12200 average monthly cases.
citing papers explorer
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Game-Theoretic Foundations of Competition for Conscious Access
Introduces an access contest game with costly efforts and probabilistic allocation, proving equilibrium existence, capture thresholds for two modules, efficient approximation, and an impossibility result for exact winner-take-all mechanisms.
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gemlib.mcmc: composable kernels for Metropolis-within-Gibbs sampling schemes
gemlib.mcmc supplies composable kernel abstractions for Metropolis-within-Gibbs sampling via writer monads, allowing concise expression and reuse of complex MCMC algorithms for partially observed epidemic models.
-
VeloTree: Inferring single-cell trajectories from RNA velocity fields with varifold distances
VeloTree infers differentiation trees from RNA velocity fields by defining cell dissimilarity as the squared varifold distance between integral curves of the velocity field.
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The Degeneracy Distillery
A method called the degeneracy distillery uses symbolic transformations to flatten the Fisher information matrix globally from simulations alone, identifying independent parameter combinations and reducing neural posterior estimation simulation budgets by up to 10x.
-
EmbodimentSemantic: A Spatial Scene-Graph Dataset and Benchmark for Vision-Language Models on Embodied Manipulation Trajectories
EmbodimentSemantic is a spatial scene-graph dataset and benchmark for evaluating relational grounding in vision-language models on embodied manipulation trajectories.
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When One Point Is Not Enough: Addressing Ambiguous Instances in Dimensionality Reduction by Splitting
Data points genuinely similar to multiple dissimilar neighborhoods are detected as local articulation points of a sparsified high-dimensional graph and split into multiple projected copies, one per neighborhood.
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Multicellular simulations with shape and volume constraints using optimal transport
Presents an optimal transport framework for simulating particle systems with arbitrary cell shapes and volumes that automatically handles exclusion constraints.
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Validation of a Computational Respiratory System Model for Mechanical Ventilation
A coupled patient-device respiratory model integrating lung mechanics, gas exchange, and respiratory control is validated as fit-for-purpose for preclinical in silico trials of automated weaning under ASME V&V 40 and FDA guidelines.
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Using Zero-Shot LLM-Generated Survey Data for Geographically Explicit Population Synthesis
Zero-shot LLM-generated survey data captures broad state-level health contrasts but shows variable-dependent errors that propagate unevenly through IPF-based population synthesis.
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Response time of lateral predictive coding and benefits of modular structures
Optimal LPC networks achieve near-minimal response times without trade-offs in energetic cost or robustness, and modular structures with reduced lateral connections match all-to-all networks in performance.
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Working Memory in a Recurrent Spiking Neural Networks With Heterogeneous Synaptic Delays
A recurrent SNN with D=41 heterogeneous delays per synapse stores and recalls 16 arbitrary spike patterns at mean F1=1.0 by chaining overlapping Spiking Motifs.
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Collaborative estimation and evaluation of SARS-CoV-2 variant nowcasting in the United States
A new collaborative hub for nowcasting SARS-CoV-2 variant frequencies at US state level was built and tested; a simple national pooling baseline performed as well as or better than individual models during October 2024–June 2025.
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LITcoder: A General-Purpose Library for Building and Comparing Encoding Models
LITcoder introduces a modular open-source library for constructing, benchmarking, and comparing neural encoding models that map continuous stimuli such as stories to fMRI brain data.
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Information-Theoretic Measures in AI: A Practical Decision Framework
The paper is a review that packages existing IT-estimator guidance into a seven-measure decision framework; a claimed validation case study is absent from the full text.
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Hybrid Probabilistic Forecasting of Under-Five Malaria Admissions in Ghana: A Gaussian Process Regression with Holt-Winters Smoothing
Hybrid GPR and Holt-Winters model applied to 2014-2023 Ghana malaria admission data achieves R²=0.9906 on validation and generates 2024-2028 forecasts of 8000-12200 average monthly cases.